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metadata
license: mit
tags:
  - audio
  - music
  - source-separation
  - automatic-music-transcription
  - drum-transcription
  - latent-diffusion

Separate-and-Detect (OB+TB)

This repository hosts the pretrained OB+TB checkpoint of Separate-and-Detect: Unified Drum Transcription and Stem Generation via Latent Diffusion.

The released model is the Onset Branch + Timbre Branch (OB+TB) version described in our paper.

Model

  • Model: Separate-and-Detect (OB+TB)
  • Architecture: Latent Diffusion Model (MSG-LD)
  • Task:
    • Drum stem generation
    • Multi-instrument drum transcription
  • Checkpoint: msgld_obtb.ckpt

Usage

Download the checkpoint:

wget https://huggingface.co/ddman1101/Separate-and-Detect/resolve/main/msgld_obtb.ckpt

The checkpoint can then be loaded using the code provided in the official GitHub repository.

License

This repository is released under the MIT License.